AIMC Topic: Music

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Music Similarity Detection Guided by Deep Learning Model.

Computational intelligence and neuroscience
Digital music has become a hot spot with the rapid development of network technology and digital audio technology. The general public is increasingly interested in music similarity detection (MSD). Similarity detection is mainly for music style class...

Using Deep Learning to Recognize Therapeutic Effects of Music Based on Emotions.

Sensors (Basel, Switzerland)
Music is important in everyday life, and music therapy can help treat a variety of health issues. Music listening is a technique used by music therapists in various clinical treatments. As a result, music therapists must have an intelligent system at...

The Generation of Piano Music Using Deep Learning Aided by Robotic Technology.

Computational intelligence and neuroscience
In order to improve the accuracy and precision of music generation assisted by robotics, this study analyzes the application of deep learning in piano music generation. Firstly, based on the basic concepts of robotics and deep learning, the advantage...

Analysis of the Correlation between College Music Education and Public Mental Health Based on Deep Learning.

Journal of environmental and public health
With the continuous changes of college music education and public mental health problems, conventional solutions are no longer sufficient. At this time, we adopted a method based on deep learning to study them. The experiments showed that ① deep lear...

Using Pitch Feature Matching to Design a Music Tutoring System Based on Deep Learning.

Computational intelligence and neuroscience
It is a challenge for the current music teaching system to carry out teaching according to the difference of score difficulty and realize automatic grading. Therefore, identifying the difficulty of music score according to pitch is the key to individ...

Analysis of Erhu Performance Effect in Public Health Music Works Based on Artificial Intelligence Technology.

Journal of environmental and public health
With the rise of Erhu teaching in recent years, a large number of people have joined the team to learn Erhu playing. However, due to the high cost of teaching and the unique one-to-one teaching mode between teachers and students, Erhu education resou...

Construction of AI Environmental Music Education Application Model Based on Deep Learning.

Journal of environmental and public health
The art of music, which is a necessary component of daily life and an ideology older than language, reflects the emotions of human reality. Many new elements have been introduced into music as a result of the quick development of technology, graduall...

Research on Multimedia Music Teaching Based on Artificial Intelligence.

Computational intelligence and neuroscience
In order to improve the efficiency of music teaching, this paper constructs a multimedia music teaching system based on artificial intelligence. Moreover, this paper focuses on the technical research of intraframe prediction, intraframe filtering, an...

Music Recognition Using Blockchain Technology and Deep Learning.

Computational intelligence and neuroscience
The purposes are to recognize and classify different music characteristics and strengthen the copyright protection system for original digital music in the big data era. Deep learning (DL) and blockchain technology are applied and researched herein. ...

A Lightweight Deep Learning-Based Approach for Jazz Music Generation in MIDI Format.

Computational intelligence and neuroscience
In today's real-world, estimation of the level of difficulty of the musical is part of very meaningful musical learning. A musical learner cannot learn without a defined precise estimation. This problem is not very basic but it is complicated up to s...